{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yex0G2A2OB29",
        "outputId": "0a764db5-33c3-41e3-c604-0ae24aa77355"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "--2024-04-07 21:26:55--  https://sergey-filimonov.nyc3.digitaloceanspaces.com/open-parse/sample-docs/naic-numerical-list-of-companies-page-94.pdf\n",
            "Resolving sergey-filimonov.nyc3.digitaloceanspaces.com (sergey-filimonov.nyc3.digitaloceanspaces.com)... 162.243.189.2\n",
            "Connecting to sergey-filimonov.nyc3.digitaloceanspaces.com (sergey-filimonov.nyc3.digitaloceanspaces.com)|162.243.189.2|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 12281 (12K) [application/pdf]\n",
            "Saving to: ‘sample-docs/companies-list.pdf’\n",
            "\n",
            "sample-docs/compani 100%[===================>]  11.99K  --.-KB/s    in 0s      \n",
            "\n",
            "2024-04-07 21:26:55 (5.72 GB/s) - ‘sample-docs/companies-list.pdf’ saved [12281/12281]\n",
            "\n",
            "--2024-04-07 21:26:55--  https://sergey-filimonov.nyc3.digitaloceanspaces.com/open-parse/sample-docs/mobile-home-manual.pdf\n",
            "Resolving sergey-filimonov.nyc3.digitaloceanspaces.com (sergey-filimonov.nyc3.digitaloceanspaces.com)... 162.243.189.2\n",
            "Connecting to sergey-filimonov.nyc3.digitaloceanspaces.com (sergey-filimonov.nyc3.digitaloceanspaces.com)|162.243.189.2|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 24123 (24K) [application/pdf]\n",
            "Saving to: ‘sample-docs/mobile-home-manual.pdf’\n",
            "\n",
            "sample-docs/mobile- 100%[===================>]  23.56K  --.-KB/s    in 0s      \n",
            "\n",
            "2024-04-07 21:26:56 (163 MB/s) - ‘sample-docs/mobile-home-manual.pdf’ saved [24123/24123]\n",
            "\n",
            "--2024-04-07 21:26:56--  https://sergey-filimonov.nyc3.digitaloceanspaces.com/open-parse/sample-docs/meta-2022-10k-page-69.pdf\n",
            "Resolving sergey-filimonov.nyc3.digitaloceanspaces.com (sergey-filimonov.nyc3.digitaloceanspaces.com)... 162.243.189.2\n",
            "Connecting to sergey-filimonov.nyc3.digitaloceanspaces.com (sergey-filimonov.nyc3.digitaloceanspaces.com)|162.243.189.2|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 85021 (83K) [application/pdf]\n",
            "Saving to: ‘sample-docs/meta-10k.pdf’\n",
            "\n",
            "sample-docs/meta-10 100%[===================>]  83.03K  --.-KB/s    in 0.07s   \n",
            "\n",
            "2024-04-07 21:26:56 (1.17 MB/s) - ‘sample-docs/meta-10k.pdf’ saved [85021/85021]\n",
            "\n"
          ]
        }
      ],
      "source": [
        "import sys\n",
        "\n",
        "sys.path.append(\"..\")\n",
        "\n",
        "!mkdir -p sample-docs\n",
        "!wget https://sergey-filimonov.nyc3.digitaloceanspaces.com/open-parse/sample-docs/naic-numerical-list-of-companies-page-94.pdf -O sample-docs/companies-list.pdf\n",
        "!wget https://sergey-filimonov.nyc3.digitaloceanspaces.com/open-parse/sample-docs/mobile-home-manual.pdf -O sample-docs/mobile-home-manual.pdf\n",
        "!wget https://sergey-filimonov.nyc3.digitaloceanspaces.com/open-parse/sample-docs/meta-2022-10k-page-69.pdf -O sample-docs/meta-10k.pdf"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hdmp19HcOB2_"
      },
      "source": [
        "## 1. Basic Extraction"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 770
        },
        "id": "wwzzExpsOB3A",
        "outputId": "66378b8a-9245-4e54-ccb8-22fd9b3884dd"
      },
      "outputs": [
        {
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              "**RULE 9 - 55 AND RETIRED DISCOUNT**<br><br>If the following criteria are met, reduce the otherwise applicable Standard or Deluxe Policy \n",
              "Package Premium by 10%. <br><br>1.  One of the Named Insureds must be age 55 or older. <br><br>2. \n",
              "Both the Named Insured and Spouse, if any, are not presently gainfully employed full-\n",
              "time or actively seeking full-time gainful employment. <br><br>3.  The Insured Residence must be the Principal Residence of the Applicant. "
            ],
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            "text/markdown": [
              "**RULE 10 - CLASSIFICATION**<br><br>Mobile Homes are classified either Class 1 or Class 2. <br><br>1. <br><br>Class 1 rates and premiums apply to owner-occupied one-family Mobile Home which \n",
              "meet the following requirements: <br><br>a.  Principal residence of occupant <br><br>b.  Used exclusively for residential purposes <br><br>2. \n",
              "All other mobile homes are Class 2. Premiums are determined by applying the factor \n",
              "shown on the Supplementary Rate Page. "
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            "text/markdown": [
              "**RULE 11 - PREMIUM DETERMINATION**<br><br>The premium calculations should be done in the following order. <br><br>A. Determine the Package Premium for Class 1 Mobile Home from the State Rate Pages \n",
              "according to the Territorial Zone, type of policy, tie down status, deductible, park size, \n",
              "premium group, and purchase price. <br><br>B. Multiply the appropriate Package Premium amount by a Rate Adjustment Factor of 1.398. <br><br>C. Apply the deductible factor, if applicable. <br><br>D. Apply the Out-of-Park Surcharge, if applicable. <br><br>E. Apply the original owner discount, if applicable. <br><br>F. Apply the protective device discount, if applicable. <br><br>G. Apply the 55 and retired discount, if applicable. <br><br>H. For Class 2 Mobile Home, apply the Class 2 factor. <br><br>I. Apply The Good Hands People Discount, if applicable. "
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'),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=239.65, x1=299.64, y1=251.65), variant=<NodeVariant.TEXT: 'text'>, embed_text='C. Apply the deductible factor, if applicable. '), TextElement(text='D. Apply the Out-of-Park Surcharge, if applicable. ', lines=(LineElement(bbox=(72.05, 215.65, 328.25, 227.65), spans=(TextSpan(text='D. Apply the Out-of-Park Surcharge, if applicable. ', is_bold=False, is_italic=False, size=12.0),), style=None, text='D. Apply the Out-of-Park Surcharge, if applicable. '),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=215.65, x1=328.25, y1=227.65), variant=<NodeVariant.TEXT: 'text'>, embed_text='D. Apply the Out-of-Park Surcharge, if applicable. '), TextElement(text='E. Apply the original owner discount, if applicable. ', lines=(LineElement(bbox=(72.05, 191.62, 332.48, 203.62), spans=(TextSpan(text='E. Apply the original owner discount, if applicable. ', is_bold=False, is_italic=False, size=12.0),), style=None, text='E. Apply the original owner discount, if applicable. '),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=191.62, x1=332.48, y1=203.62), variant=<NodeVariant.TEXT: 'text'>, embed_text='E. Apply the original owner discount, if applicable. '), TextElement(text='F. Apply the protective device discount, if applicable. ', lines=(LineElement(bbox=(72.05, 167.62, 344.48, 179.62), spans=(TextSpan(text='F. Apply the protective device discount, if applicable. ', is_bold=False, is_italic=False, size=12.0),), style=None, text='F. Apply the protective device discount, if applicable. '),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=167.62, x1=344.48, y1=179.62), variant=<NodeVariant.TEXT: 'text'>, embed_text='F. Apply the protective device discount, if applicable. '), TextElement(text='G. Apply the 55 and retired discount, if applicable. ', lines=(LineElement(bbox=(72.05, 143.6, 328.95, 155.6), spans=(TextSpan(text='G. Apply the 55 and retired discount, if applicable. ', is_bold=False, is_italic=False, size=12.0),), style=None, text='G. Apply the 55 and retired discount, if applicable. '),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=143.6, x1=328.95, y1=155.6), variant=<NodeVariant.TEXT: 'text'>, embed_text='G. Apply the 55 and retired discount, if applicable. '), TextElement(text='H. For Class 2 Mobile Home, apply the Class 2 factor. ', lines=(LineElement(bbox=(72.05, 119.6, 346.25, 131.6), spans=(TextSpan(text='H. For Class 2 Mobile Home, apply the Class 2 factor. ', is_bold=False, is_italic=False, size=12.0),), style=None, text='H. For Class 2 Mobile Home, apply the Class 2 factor. '),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=119.6, x1=346.25, y1=131.6), variant=<NodeVariant.TEXT: 'text'>, embed_text='H. For Class 2 Mobile Home, apply the Class 2 factor. '), TextElement(text='I. Apply The Good Hands People\\uf0e2 Discount, if applicable. ', lines=(LineElement(bbox=(72.05, 90.98, 374.51, 102.98), spans=(TextSpan(text='I. Apply The Good Hands People\\uf0e2 Discount, if applicable. ', is_bold=False, is_italic=False, size=12.0),), style=None, text='I. Apply The Good Hands People\\uf0e2 Discount, if applicable. '),), bbox=Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=90.98, x1=374.51, y1=102.98), variant=<NodeVariant.TEXT: 'text'>, embed_text='I. Apply The Good Hands People\\uf0e2 Discount, if applicable. ')), variant={'text'}, tokens=190, bbox=[Bbox(page=0, page_height=792.0, page_width=612.0, x0=72.05, y0=90.98, x1=542.83, y1=371.69)], text='**RULE 11 - PREMIUM DETERMINATION**<br><br>The premium calculations should be done in the following order. <br><br>A. Determine the Package Premium for Class 1 Mobile Home from the State Rate Pages \\naccording to the Territorial Zone, type of policy, tie down status, deductible, park size, \\npremium group, and purchase price. <br><br>B. Multiply the appropriate Package Premium amount by a Rate Adjustment Factor of 1.398. <br><br>C. Apply the deductible factor, if applicable. <br><br>D. Apply the Out-of-Park Surcharge, if applicable. <br><br>E. Apply the original owner discount, if applicable. <br><br>F. Apply the protective device discount, if applicable. <br><br>G. Apply the 55 and retired discount, if applicable. <br><br>H. For Class 2 Mobile Home, apply the Class 2 factor. <br><br>I. Apply The Good Hands People\\uf0e2 Discount, if applicable. ')"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import openparse\n",
        "\n",
        "basic_doc_path = \"./sample-docs/mobile-home-manual.pdf\"\n",
        "parser = openparse.DocumentParser()\n",
        "parsed_basic_doc = parser.parse(basic_doc_path)\n",
        "\n",
        "for node in parsed_basic_doc.nodes:\n",
        "    display(node)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 809
        },
        "id": "ACSEkjIlOB3A",
        "outputId": "446e27ea-c025-4107-c4e6-bb0f5267bb84"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<IPython.core.display.Image object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# you can also easily display the nodes on the actual document\n",
        "\n",
        "pdf = openparse.Pdf(basic_doc_path)\n",
        "pdf.display_with_bboxes(\n",
        "    parsed_basic_doc.nodes,\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "u-GpxO2eOB3A"
      },
      "source": [
        "## 2. Serialization:\n",
        "\n",
        "OpenParse returns pydantic models that can easily be serialized"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "U-ZQ9yy0OB3A",
        "outputId": "42b7911e-b8bb-490a-a761-deeb34f6dd2d"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "{'nodes': [{'variant': {'text'},\n",
              "   'tokens': 107,\n",
              "   'bbox': [{'page': 0,\n",
              "     'page_height': 792.0,\n",
              "     'page_width': 612.0,\n",
              "     'x0': 72.05,\n",
              "     'y0': 575.79,\n",
              "     'x1': 542.78,\n",
              "     'y1': 707.83}],\n",
              "   'text': '**RULE 9 - 55 AND RETIRED DISCOUNT**<br><br>If the following criteria are met, reduce the otherwise applicable Standard or Deluxe Policy \\nPackage Premium by 10%. <br><br>1.  One of the Named Insureds must be age 55 or older. <br><br>2. \\nBoth the Named Insured and Spouse, if any, are not presently gainfully employed full-\\ntime or actively seeking full-time gainful employment. <br><br>3.  The Insured Residence must be the Principal Residence of the Applicant. '},\n",
              "  {'variant': {'text'},\n",
              "   'tokens': 95,\n",
              "   'bbox': [{'page': 0,\n",
              "     'page_height': 792.0,\n",
              "     'page_width': 612.0,\n",
              "     'x0': 72.05,\n",
              "     'y0': 395.72,\n",
              "     'x1': 543.18,\n",
              "     'y1': 551.76}],\n",
              "   'text': '**RULE 10 - CLASSIFICATION**<br><br>Mobile Homes are classified either Class 1 or Class 2. <br><br>1. <br><br>Class 1 rates and premiums apply to owner-occupied one-family Mobile Home which \\nmeet the following requirements: <br><br>a.  Principal residence of occupant <br><br>b.  Used exclusively for residential purposes <br><br>2. \\nAll other mobile homes are Class 2. Premiums are determined by applying the factor \\nshown on the Supplementary Rate Page. '},\n",
              "  {'variant': {'text'},\n",
              "   'tokens': 190,\n",
              "   'bbox': [{'page': 0,\n",
              "     'page_height': 792.0,\n",
              "     'page_width': 612.0,\n",
              "     'x0': 72.05,\n",
              "     'y0': 90.98,\n",
              "     'x1': 542.83,\n",
              "     'y1': 371.69}],\n",
              "   'text': '**RULE 11 - PREMIUM DETERMINATION**<br><br>The premium calculations should be done in the following order. <br><br>A. Determine the Package Premium for Class 1 Mobile Home from the State Rate Pages \\naccording to the Territorial Zone, type of policy, tie down status, deductible, park size, \\npremium group, and purchase price. <br><br>B. Multiply the appropriate Package Premium amount by a Rate Adjustment Factor of 1.398. <br><br>C. Apply the deductible factor, if applicable. <br><br>D. Apply the Out-of-Park Surcharge, if applicable. <br><br>E. Apply the original owner discount, if applicable. <br><br>F. Apply the protective device discount, if applicable. <br><br>G. Apply the 55 and retired discount, if applicable. <br><br>H. For Class 2 Mobile Home, apply the Class 2 factor. <br><br>I. Apply The Good Hands People\\uf0e2 Discount, if applicable. '}],\n",
              " 'filename': 'mobile-home-manual.pdf',\n",
              " 'num_pages': 1,\n",
              " 'coordinate_system': 'bottom-left',\n",
              " 'table_parsing_kwargs': None}"
            ]
          },
          "execution_count": 5,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "parsed_basic_doc.model_dump()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QWZkYJsFOB3A"
      },
      "source": [
        "## Tables\n",
        "\n",
        "We aim to be model agnostic - the DocumentParser supports extracting tables using either the \"table-transformers\" or \"pymupdf\" libraries - we're model agnostic. The `parsing_algorithm` field in the configuration dictionary decides which one to use.\n",
        "\n",
        "The `PyMuPDFArgsDict` (and similarly the `TableTransformersArgsDict`) lets you fine-tune how tables are extracted using specific arguments."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000,
          "referenced_widgets": [
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style=\"min-width:26px;\">IA</td>\\n<td style=\"min-width:168px;\">AETNA HLTH OF IA INC</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">95756</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">MI</td>\\n<td style=\"min-width:168px;\">AETNA HLTH OF MI INC</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">15805</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">OH</td>\\n<td style=\"min-width:168px;\">AETNA HLTH OF OH INC</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">95407</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">UT</td>\\n<td style=\"min-width:168px;\">AETNA HLTH OF UTAH INC</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">60054</td>\\n<td style=\"min-width:40px;\">L</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">CT</td>\\n<td style=\"min-width:168px;\">AETNA LIFE INS CO</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">17352</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">MN</td>\\n<td style=\"min-width:168px;\">ALLINA HLTH & AETNA HLTH PLAN INC</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">16194</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">MN</td>\\n<td style=\"min-width:168px;\">ALLINA HLTH & AETNA INS CO</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">12321</td>\\n<td style=\"min-width:40px;\">L</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">TN</td>\\n<td style=\"min-width:168px;\">AMERICAN CONTINENTAL INS CO</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">16058</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">AZ</td>\\n<td style=\"min-width:168px;\">BANNER HLTH & AETNA HLTH INS CO</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">16059</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">AZ</td>\\n<td style=\"min-width:168px;\">BANNER HLTH & AETNA HLTH PLAN INC</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">68500</td>\\n<td style=\"min-width:40px;\">L</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">TN</td>\\n<td style=\"min-width:168px;\">CONTINENTAL LIFE INS CO BRENTWOOD</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">81973</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">MO</td>\\n<td style=\"min-width:168px;\">COVENTRY HLTH & LIFE INS CO</td>\\n</tr>\\n<tr>\\n<td style=\"min-width:171px;\"></td>\\n<td style=\"min-width:156px;\"></td>\\n<td style=\"min-width:51px;\">74160</td>\\n<td style=\"min-width:40px;\">X</td>\\n<td style=\"min-width:45px;\">1</td>\\n<td style=\"min-width:26px;\">IL</td>\\n<td style=\"min-width:168px;\">COVENTRY HLTH CARE OF IL INC</td>\\n</tr>\\n</tbody>\\n</table>')"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "doc_with_tables_path = \"./sample-docs/companies-list.pdf\"\n",
        "\n",
        "parser = openparse.DocumentParser(\n",
        "    table_args={\"parsing_algorithm\": \"table-transformers\"}\n",
        ")\n",
        "parsed_doc2 = parser.parse(doc_with_tables_path)\n",
        "\n",
        "for node in parsed_doc2.nodes:\n",
        "    display(node)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 629
        },
        "id": "5mgBsoUtOB3A",
        "outputId": "3d622ea2-26b4-4777-e503-c920cf4626ef"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<IPython.core.display.Image object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "pdf = openparse.Pdf(doc_with_tables_path)\n",
        "pdf.display_with_bboxes(\n",
        "    parsed_doc2.nodes,\n",
        ")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 809
        },
        "id": "Y0TuKEnpOB3A",
        "outputId": "f20dfdc8-1a16-4e84-ab82-4ebf0dd20219"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<IPython.core.display.Image object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "meta10k_path = \"./sample-docs/meta-10k.pdf\"\n",
        "\n",
        "parser = openparse.DocumentParser(table_args={\"parsing_algorithm\": \"pymupdf\"})\n",
        "parsed_10k = parser.parse(meta10k_path)\n",
        "\n",
        "doc = openparse.Pdf(file=meta10k_path)\n",
        "doc.display_with_bboxes(parsed_10k.nodes)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "O_3x68tnOB3B"
      },
      "source": [
        "## 3. Custom Processing (Advanced)\n",
        "\n",
        "While we've chosen sensible defaults, you can add custom processing functions to the `DocumentParser` class to further process the extracted data.\n",
        "\n",
        "This allows use cases like:\n",
        "- Using embeddings to parse nodes split across pages\n",
        "- Use GPT-4V to choose which nodes to combine"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 826
        },
        "id": "MtkUPsMnOB3B",
        "outputId": "73f4b741-46a3-4b4d-b7f3-12dcab9af117"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Combining concurrent tables\n"
          ]
        },
        {
          "data": {
            "image/png": 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            "text/plain": [
              "<IPython.core.display.Image object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "from openparse import processing, Node\n",
        "from typing import List\n",
        "\n",
        "\n",
        "class CustomCombineTables(processing.ProcessingStep):\n",
        "    \"\"\"\n",
        "    Let's combine tables that are next to each other\n",
        "    \"\"\"\n",
        "\n",
        "    def process(self, nodes: List[Node]) -> List[Node]:\n",
        "        new_nodes = []\n",
        "        print(\"Combining concurrent tables\")\n",
        "        for i in range(len(nodes) - 1):\n",
        "            if \"table\" in nodes[i].variant and \"table\" in nodes[i + 1].variant:\n",
        "                new_node = nodes[i] + nodes[i + 1]\n",
        "                new_nodes.append(new_node)\n",
        "            else:\n",
        "                new_nodes.append(nodes[i])\n",
        "\n",
        "        return new_nodes\n",
        "\n",
        "\n",
        "# copy the default pipeline (or create a new one)\n",
        "custom_pipeline = default_pipeline.copy()\n",
        "custom_pipeline.append(CustomCombineTables())\n",
        "\n",
        "parser = openparse.DocumentParser(\n",
        "    table_args={\"parsing_algorithm\": \"pymupdf\"}, processing_pipeline=custom_pipeline\n",
        ")\n",
        "custom_10k = parser.parse(meta10k_path)\n",
        "\n",
        "doc = openparse.Pdf(file=meta10k_path)\n",
        "doc.display_with_bboxes(custom_10k.nodes)"
      ]
    }
  ],
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